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cs.LG2026
Most-Recent Anchoring with Recurrent Ordering for Time Series Forecasting
Jung Min Choi, Ngoc Son Le, Ibram Abdelmalak +2
Long-term forecasting models commonly process all patches in a look-back window using the same fixed stack. Older contextual patches and recent evidence therefore receive the same…
cs.LG2026
Dual-Context Analog Retrieval for Time Series Forecasting
Jung Min Choi, Ngoc Son Le, Ibram Abdelmalak +2
Most long-term time-series forecasting models map the look-back window directly to the full horizon in a single pass. While efficient, this design does not explicitly identify whic…